Zep 기억을 가진 쇼핑 어시스턴트
중급
이것은Support Chatbot, Multimodal AI분야의자동화 워크플로우로, 8개의 노드를 포함합니다.주로 Agent, GoogleSheetsTool, MemoryZep, ChatTrigger, LmChatOpenAi 등의 노드를 사용하며. Zep 기억, GPT-4, Google 스프레드시트를 사용하여 개인화된 쇼핑 어시스턴트를 구축합니다.
사전 요구사항
- •Google Sheets API 인증 정보
- •OpenAI API Key
워크플로우 미리보기
노드 연결 관계를 시각적으로 표시하며, 확대/축소 및 이동을 지원합니다
워크플로우 내보내기
다음 JSON 구성을 복사하여 n8n에 가져오면 이 워크플로우를 사용할 수 있습니다
{
"id": "7P92GpAzZ0RAEUKO",
"meta": {
"instanceId": "fcb622cbd5234c565b9b78babeaf0ea2455df9d2aad0d1adff7c1ef99583e685",
"templateCredsSetupCompleted": true
},
"name": "Shopping Assitant with Zep Memory",
"tags": [],
"nodes": [
{
"id": "55b62571-be88-4fc7-a649-416ee0c72fcb",
"name": "AI 에이전트",
"type": "@n8n/n8n-nodes-langchain.agent",
"position": [
-540,
-120
],
"parameters": {
"text": "={{ $json.chatInput }}",
"options": {
"systemMessage": "=You are the Infystore Shopping Assistant — a professional, friendly, helpful virtual agent available 24/7. You help customers with:\n\n1. Inventory details (availability, restock info, short description)\n2. Order tracking (status, delivery ETA)\n3. Return policy (return window, conditions)\n4. Return process (steps and eligibility)\n\nAlways respond only to the user's question — do not add extra info. Be concise, polite, human-like. Never repeat the same question twice. Ask only one thing at a time. Never send images or markdown — only plain text.\n\n== Initial Greeting (only once per conversation) ==\nHi! I’m your shopping assistant from Infystore. I can help you check product availability, track your order, or guide you through returns. How can I assist you today?\n\n== INVENTORY FLOW ==\nIf the user asks about a product (e.g., “Do you have the Organic Cotton Tote Bag?”):\n→ Extract product name from message\n→ Run: Get_Inventory(product_name)\n\nIf in stock:\nRespond: \n\"The [product_name] is available, and we currently have [stock_level] units in stock.\"\n\nIf out of stock:\n→ If restock ETA exists:\n\"The [product_name] is currently out of stock. It will be restocked around [restock_eta].\"\n→ If no ETA:\n\"The [product_name] is currently out of stock.Do you have any others product like this.\"\n→ If similar products available:\n\"You might also like: [alternative_1], [alternative_2].\"\n\nEnd all inventory peragraph type responses with : product_description and asking a place order after about product.\nIf the user ask place order related:\n Response : \"I can't place orders directly. Please visit Infystore's website and order the Reebok Shoes. Can I assist you with anything else?\"\n\n== ORDER TRACKING FLOW ==\nIf the user asks about tracking an order:\n→ If no phone number is stored, ask:\n\"Could you please provide your phone number?\"\n\n→ On receiving phone number:\n→ Run: Get_Orders(phone_number)\n\nIf no order found:\n\"We couldn’t find any order with those details. Please double-check and resend your phone number.\"\n\nIf order found:\n\"Your order [order_name] is currently [order_status]. Estimated delivery: [delivery_eta].\"\n\nNever ask for the same phone number more than once.\n\n== RETURN POLICY FLOW ==\nIf user asks about return policy:\n→ Run: Get_ReturnPolicy\n\nRespond:\n\"You can return your product within [return_window_days] days of delivery. Please ensure the item is unused and in its original packaging.\"\n\n== RETURN PROCESS FLOW ==\nIf the user wants to return a product:\n→ If phone number or order ID not stored, ask once:\n\"Please provide your phone number to find your order.\"\n\n→ Run: Get_Orders(phone_number)\n\n→ If order not yet delivered:\n\"Your order is still in transit and can only be returned after it’s delivered.\"\n\n→ If one order is delivered:\n\"Are you returning your order for [order_name]?\"\n\n→ If multiple delivered orders:\n\"Which order would you like to return? Please choose one:\n[order_name_1] \n[order_name_2]\"\n\n→ If user confirms order:\n\"Please contact customer care to return your product. We’ll guide you through the next steps!\"\n\n== GENERAL RULES ==\n- No markdown, no emojis, no images\n- Never repeat a question already asked\n- If the question is vague, ask a helpful follow-up\n- Keep responses short, helpful, and human-like\n- Only respond based on user input\n- Do not initiate or suggest anything unless user asks\n"
},
"promptType": "define"
},
"typeVersion": 2
},
{
"id": "21e0b8c9-5549-49aa-9933-dd61073fef2d",
"name": "OpenAI 채팅 모델",
"type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
"position": [
-700,
120
],
"parameters": {
"model": {
"__rl": true,
"mode": "list",
"value": "gpt-4.1-mini"
},
"options": {}
},
"credentials": {
"openAiApi": {
"id": "toKygKIh3jjPrkgy",
"name": "OpenAi account 6"
}
},
"typeVersion": 1.2
},
{
"id": "5aeb09bf-49f8-41e4-85e0-0b3c6356dd5e",
"name": "채팅 메시지 수신 시",
"type": "@n8n/n8n-nodes-langchain.chatTrigger",
"position": [
-800,
-120
],
"webhookId": "f08324a7-38eb-4f38-827d-a7de0ebeecf0",
"parameters": {
"options": {}
},
"typeVersion": 1.1
},
{
"id": "14f13061-c179-43d3-aa06-f2eee144197a",
"name": "스티커 노트",
"type": "n8n-nodes-base.stickyNote",
"position": [
-160,
-140
],
"parameters": {
"width": 360,
"height": 120,
"content": "### Sample Google Sheet link:\nhttps://docs.google.com/spreadsheets/d/17PsTWr5shCgA2RnHuj1xwqSRX7uBcb-psRYZA2jFOTo/edit?usp=sharing"
},
"typeVersion": 1
},
{
"id": "52f34812-68c0-4461-858a-1453c6002b4c",
"name": "Zep",
"type": "@n8n/n8n-nodes-langchain.memoryZep",
"position": [
-580,
120
],
"parameters": {},
"credentials": {
"zepApi": {
"id": "bUWqe8i8G7Fs4Mmt",
"name": "Zep Api account"
}
},
"typeVersion": 1.3
},
{
"id": "15c29e7a-2b25-42a6-b205-038cede88241",
"name": "주문 내역 가져오기",
"type": "n8n-nodes-base.googleSheetsTool",
"position": [
-460,
120
],
"parameters": {
"options": {},
"sheetName": {
"__rl": true,
"mode": "list",
"value": 2103540895,
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/17PsTWr5shCgA2RnHuj1xwqSRX7uBcb-psRYZA2jFOTo/edit#gid=2103540895",
"cachedResultName": "Order Tracking"
},
"documentId": {
"__rl": true,
"mode": "list",
"value": "17PsTWr5shCgA2RnHuj1xwqSRX7uBcb-psRYZA2jFOTo",
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/17PsTWr5shCgA2RnHuj1xwqSRX7uBcb-psRYZA2jFOTo/edit?usp=drivesdk",
"cachedResultName": "Shopping Assitant"
}
},
"credentials": {
"googleSheetsOAuth2Api": {
"id": "AjFU8eA6fXFRo47v",
"name": "Google Sheets account"
}
},
"typeVersion": 4.6
},
{
"id": "25ae4d47-95a4-4d3b-97ea-03f8bd1ee564",
"name": "재고 확인하기",
"type": "n8n-nodes-base.googleSheetsTool",
"position": [
-340,
120
],
"parameters": {
"options": {},
"sheetName": {
"__rl": true,
"mode": "list",
"value": "gid=0",
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/17PsTWr5shCgA2RnHuj1xwqSRX7uBcb-psRYZA2jFOTo/edit#gid=0",
"cachedResultName": "Product Details"
},
"documentId": {
"__rl": true,
"mode": "list",
"value": "17PsTWr5shCgA2RnHuj1xwqSRX7uBcb-psRYZA2jFOTo",
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/17PsTWr5shCgA2RnHuj1xwqSRX7uBcb-psRYZA2jFOTo/edit?usp=drivesdk",
"cachedResultName": "Shopping Assitant"
}
},
"credentials": {
"googleSheetsOAuth2Api": {
"id": "AjFU8eA6fXFRo47v",
"name": "Google Sheets account"
}
},
"typeVersion": 4.6
},
{
"id": "7e8d2175-a35c-439d-beea-47314a9e9ea6",
"name": "반품 정책 확인하기",
"type": "n8n-nodes-base.googleSheetsTool",
"position": [
-200,
120
],
"parameters": {
"options": {},
"sheetName": {
"__rl": true,
"mode": "list",
"value": 1762722848,
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/17PsTWr5shCgA2RnHuj1xwqSRX7uBcb-psRYZA2jFOTo/edit#gid=1762722848",
"cachedResultName": "Return Policy"
},
"documentId": {
"__rl": true,
"mode": "list",
"value": "17PsTWr5shCgA2RnHuj1xwqSRX7uBcb-psRYZA2jFOTo",
"cachedResultUrl": "https://docs.google.com/spreadsheets/d/17PsTWr5shCgA2RnHuj1xwqSRX7uBcb-psRYZA2jFOTo/edit?usp=drivesdk",
"cachedResultName": "Shopping Assitant"
}
},
"credentials": {
"googleSheetsOAuth2Api": {
"id": "AjFU8eA6fXFRo47v",
"name": "Google Sheets account"
}
},
"typeVersion": 4.6
}
],
"active": false,
"pinData": {},
"settings": {
"executionOrder": "v1"
},
"versionId": "29fbe65c-9cdb-4ddd-a1a6-b73fe0e7a724",
"connections": {
"52f34812-68c0-4461-858a-1453c6002b4c": {
"ai_memory": [
[
{
"node": "55b62571-be88-4fc7-a649-416ee0c72fcb",
"type": "ai_memory",
"index": 0
}
]
]
},
"15c29e7a-2b25-42a6-b205-038cede88241": {
"ai_tool": [
[
{
"node": "55b62571-be88-4fc7-a649-416ee0c72fcb",
"type": "ai_tool",
"index": 0
}
]
]
},
"25ae4d47-95a4-4d3b-97ea-03f8bd1ee564": {
"ai_tool": [
[
{
"node": "55b62571-be88-4fc7-a649-416ee0c72fcb",
"type": "ai_tool",
"index": 0
}
]
]
},
"7e8d2175-a35c-439d-beea-47314a9e9ea6": {
"ai_tool": [
[
{
"node": "55b62571-be88-4fc7-a649-416ee0c72fcb",
"type": "ai_tool",
"index": 0
}
]
]
},
"21e0b8c9-5549-49aa-9933-dd61073fef2d": {
"ai_languageModel": [
[
{
"node": "55b62571-be88-4fc7-a649-416ee0c72fcb",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"5aeb09bf-49f8-41e4-85e0-0b3c6356dd5e": {
"main": [
[
{
"node": "55b62571-be88-4fc7-a649-416ee0c72fcb",
"type": "main",
"index": 0
}
]
]
}
}
}자주 묻는 질문
이 워크플로우를 어떻게 사용하나요?
위의 JSON 구성 코드를 복사하여 n8n 인스턴스에서 새 워크플로우를 생성하고 "JSON에서 가져오기"를 선택한 후, 구성을 붙여넣고 필요에 따라 인증 설정을 수정하세요.
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InfyOm Technologies
@infyomWe are an AI Automation Agency focusing on various AI Automation Services like, workflow automation, shopify automation, chatbot developerment, custom ai agent development and more.
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